Fold 1 - Understanding why coefficient 11957836 was selected
Tag: DREAM
Selected Coefficient: 11957836
Taxonomy Path: 1.1.20.24
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Swimwear Tops
Products with this tag: 11
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 11957836 | 5.012658 | 1.1.20.24 | 24.20.1.1 (24*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | Yes |
| 4524884 | 5.063291 | 1.2.14.9 | 9.14.2.1 (9*79^3 + 14*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hair Accessories > Ponytail Holders | No |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "DREAM" tag (processing sequence 3413). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 15559 | TOP Monaco Sky | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | none | |
| 15498 | TOP Maui Chiclete | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | none | |
| 15541 | TOP Laguna Chiclete | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | none | |
| 15544 | TOP Laguna Sky | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | none | |
| 15555 | TOP Maui Sky | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 0 | none | |
| 15539 | SCRUNCHIES | 4524884 | Apparel & Accessories > Clothing Accessories > Hair Accessories > Ponytail Holders | none | -7432952 | none | |
| 15227 | CALCINHA Capri Chiclete | 0 | CALCINHA | -11957836 | none | ||
| 15237 | CALCINHA Laguna Chiclete | 0 | CALCINHA | -11957836 | none | ||
| 15246 | CALCINHA Maui Chiclete | 0 | CALCINHA | -11957836 | none | ||
| 15255 | CALCINHA Maui Sky | 0 | CALCINHA | -11957836 | none | ||
| 15418 | CALCINHA Monaco Sky | 0 | CALCINHA | -11957836 | none |